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국가 R&D 기술적 성과의 질적 효율성 분석에 관한 사례 연구 : 가축방역 분야를 중심으로

A Case Study on Qualitative Efficiency of National R&D Projects on Technical Performances : Focused on Livestock Quarantine

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주제분류산업공학

초록

Korea’s R&D investment has significantly increased in recent years and the quantitative outputs such as number of papers and patents have also increased with the investment. However, the quality of R&D outputs has not been fully addressed. In particular, quality of technical performance, such as the quality of patents, has attracted little attention. In this paper, a Data Envelopment Analysis (DEA) method was used to construct models for efficiency analysis of R&D investment, focused on quality of technical performance. ​Indices were proposed to analyze the quantitative and qualitative efficiencies of R&D investment. In order to effectively analyze R&D efficiencies, the measurement units of the input and output variables were standardized. Based on cases of livestock quarantine R&D projects of Korea, the quantitative and qualitative efficiencies of national R&D projects were analyzed and factors that would influence R&D efficiencies were identified. This paper suggests that both quantitative and qualitative efficiencies should be considered when measuring R&D efficiency. Also, it is recommended to carefully consider the characteristics of R&D projects during project selection stage.

Abstract

Korea’s R&D investment has significantly increased in recent years and the quantitative outputs such as number of papers and patents have also increased with the investment. However, the quality of R&D outputs has not been fully addressed. In particular, quality of technical performance, such as the quality of patents, has attracted little attention. In this paper, a Data Envelopment Analysis (DEA) method was used to construct models for efficiency analysis of R&D investment, focused on quality of technical performance. ​Indices were proposed to analyze the quantitative and qualitative efficiencies of R&D investment. In order to effectively analyze R&D efficiencies, the measurement units of the input and output variables were standardized. Based on cases of livestock quarantine R&D projects of Korea, the quantitative and qualitative efficiencies of national R&D projects were analyzed and factors that would influence R&D efficiencies were identified. This paper suggests that both quantitative and qualitative efficiencies should be considered when measuring R&D efficiency. Also, it is recommended to carefully consider the characteristics of R&D projects during project selection stage.

참고문헌 (32)

  1. Banker, R. D., "Estimating Most Productive Scale Size Using Data Envelopment Analysis", European Journal of Operational Research, 17(1), pp.35~44 (1984)
  2. Boussofiane, A., "Applied Data Envelopment Analysis", European Journal of Operational Research, 52(1), pp.1~15 (1991)
  3. 장금영, "연구개발투자의 성과에 영향을 미치는요인에 관한 연구 : 정부의 산업기술개발사업을 중심으로", 기술혁신연구, 18(1), pp.75~98 (2010), 기술경영경제학회
  4. Charnes, A., "Measuring Efficiency of Decision Making Units", European Journal of Operational Research, 1(6), pp.429~444 (1978)
  5. 최지영, "국가연구개발사업의 기술적 성과창출 영향요인에 관한 연구: 기계 및 화학 산업 기술개발사례를 중심으로", 기술혁신학회지, 19(1), pp.161~190 (2016), 한국기술혁신학회
  6. Fitzsimmons, J.A., "Service Management for Competitive Advantage" (1994), McGrow-Hill, Inc
  7. Government Research and Development Budget Analysis in the FY 2019, "Han, Y.Y.", KISTEP, 3~ (2019)
  8. Hashimotoa, A., "Measuring the Change in R&D Efficiency of the Japanese Pharmaceutical Industry", Research Policy, 37(10), pp.1829~1836 (2008)
  9. Efficiency of National R&D Investment, "Hwang, S.W", STEPI, ~, pp.STEPI, 2009-24 (2009)
  10. 김흥규, "DEA를 활용한 R&D 프로젝트의 효율성 비교 : 산업기술사업을 중심으로", 한국산업경영시스템학회지, 38(3), pp.29~38 (2015), 한국산업경영시스템학회
  11. 김흥규, "DEA를 이용한 R&D 사업의 효율성 비교 : 원천기술개발사업을 중심으로", 한국산업경영시스템학회지, 36(3), pp.126~132 (2013), 한국산업경영시스템학회[DOI]
  12. 김홍영, "투입 및 산출 분해모형을 활용한 산학연 협력연구의 효율성 분석", 한국산학기술학회논문지, 18(12), pp.473~484 (2017), 한국산학기술학회[DOI]
  13. 김경수, "국가연구개발사업의 질적 효율성 분석에 관한 사례연구: 농림축산 분야를 중심으로", (사)디지털산업정보학회 논문지, 14(3), pp.115~125 (2018), (사)디지털산업정보학회[DOI]
  14. 김경수, "국가연구개발사업 질적 효율성의 동태적 분석", (사)디지털산업정보학회 논문지, 15(1), pp.9~20 (2019), (사)디지털산업정보학회
  15. 김태희, "자료포락분석법을 활용한 국가연구개발사업의 효율성 분석 - 원자력연구개발사업을 중심으로 -", 기술혁신학회지, 12(1), pp.70~87 (2009), 한국기술혁신학회
  16. 2017 Survey of Research and Development in Korea, "KISTEP", Ministry of Science and ICT, 4~ (2019)
  17. The 2016 Performance analysis Report of National R&D Program in Korea, "KISTEP", 36~ (2018)
  18. Ko, K.K, "Theory of Efficiency Analysis", pp.11~32 (2017), Moonwoosa
  19. 이철행, "DEA를 이용한 보건의료기술 R&D사업의 효율성 분석과 전략적 포트폴리오 모형 : 중개연구를 중심으로", 대한산업공학회지, 40(2), pp.172~183 (2014), 대한산업공학회[DOI]
  20. 이수철, "Cumulative DEA", Malmquist Index 기법을 이용한 정부출연 연구기관 연구개발 효율성 변화 분석, 2016, pp.41(1), 99~111[DOI]
  21. 이성희, "DEA 윈도우 분석을 이용한 정부출연연구기관의 연구개발 사업화 동태적 효율성 분석", 경영과학, 32(4), pp.193~207 (2015), 한국경영과학회[DOI]
  22. 이영규, "지역정보화기본계획 수립방향에 대한 연구", (사)디지털산업정보학회 논문지, 1(2), pp.99~105 (2005), (사)디지털산업정보학회
  23. 임용환, "자료포락분석을 활용한 국방핵심기술 연구개발사업의 성과 분석", 한국군사과학기술학회지, 22(1), pp.106~123 (2019), 한국군사과학기술학회[DOI]
  24. 남인석, "DEA 모형을 이용한 정부출연연구기관의 상대적 효율성 분석", 한국산업경영시스템학회지, 31(1), pp.1~10 (2008), 한국산업경영시스템학회
  25. "National Science and Technology Information Service"[URL]
  26. 박창일, "6T 분야별 국가 R&D사업의 효율성과 생산성변화", 산업경제연구, 31(1), pp.293~325 (2018), 한국산업경제학회[DOI]
  27. 박철민, "연구개발단계별 연구개발투자와 논문 성과 간의 시차효과 분석: 국가연구개발사업을 중심으로", 기술혁신학회지, 19(4), pp.687~710 (2016), 한국기술혁신학회
  28. Efficiency and Productivity Analysis, "Park, M.H.", Korean Academic Information, 52~53 (2008)
  29. 박석종, "과학기술적 성과 관점에서 정부 R&D사업 효율성 분석에 관한 연구", 기술혁신학회지, 14(2), pp.205~222 (2011), 한국기술혁신학회
  30. "SMART3"[URL]
  31. 석영기, "DEA를 이용한 야구 국가대표단의 타자 선발에 관한 연구", 한국산학기술학회논문지, 15(1), pp.165~172 (2014), 한국산학기술학회[DOI]
  32. 엄익천, "영역조절모형(RAM)을 활용한 신약개발 국가연구개발사업의 효율성 분석", 기술혁신학회지, 19(4), pp.711~735 (2016), 한국기술혁신학회

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